@scikit-learn-contrib
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scikit-learn-contrib

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  • Stars
    star
    22,183
  • Global Org. Rank 959 (Top 0.4 %)
  • Registered almost 9 years ago
  • Most used languages
    Python
         76.9 %
    Jupyter Notebook
         15.4 %
    HTML
         7.7 %

Top repositories

1

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Python
6,549
star
2

sklearn-pandas

Pandas integration with sklearn
Python
2,803
star
3

hdbscan

A high performance implementation of HDBSCAN clustering.
Jupyter Notebook
2,795
star
4

category_encoders

A library of sklearn compatible categorical variable encoders
Python
2,405
star
5

lightning

Large-scale linear classification, regression and ranking in Python
Python
1,716
star
6

boruta_py

Python implementations of the Boruta all-relevant feature selection method.
Python
1,474
star
7

metric-learn

Metric learning algorithms in Python
Python
1,346
star
8

MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
Jupyter Notebook
1,285
star
9

skope-rules

machine learning with logical rules in Python
Jupyter Notebook
541
star
10

DESlib

A Python library for dynamic classifier and ensemble selection
Python
479
star
11

py-earth

A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
Python
444
star
12

scikit-learn-contrib

scikit-learn compatible projects
400
star
13

project-template

A template for scikit-learn extensions
Python
316
star
14

forest-confidence-interval

Confidence intervals for scikit-learn forest algorithms
HTML
282
star
15

polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.
Python
245
star
16

stability-selection

scikit-learn compatible implementation of stability selection.
Python
195
star
17

skglm

Fast and modular sklearn replacement for generalized linear models
Python
157
star
18

scikit-learn-extra

scikit-learn contrib estimators
Python
155
star
19

qolmat

A scikit-learn-compatible module for comparing imputation methods.
Python
134
star
20

hiclass

A python library for hierarchical classification compatible with scikit-learn
Python
113
star
21

scikit-dimension

A Python package for intrinsic dimension estimation
Python
78
star
22

scikit-matter

A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities
Python
76
star
23

skdag

A more flexible alternative to scikit-learn Pipelines
Python
29
star
24

denmune-clustering-algorithm

DenMune a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.
Jupyter Notebook
29
star
25

mimic

mimic calibration
Python
21
star
26

sklearn-ann

Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Python
14
star
27

scikit-learn-contrib.github.io

Project webpage
HTML
4
star